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advanced-query

Official

STUB: Advanced RAG queries (not implemented)

Data & Analytics#rag#retrieval#provenance#query#citation#attribution#information-retrieval
AuthorAgentient
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Advanced planning and design for retrieval-augmented queries with strict citation provenance to enable traceable sources and chunk-level metadata across results.

Core Features & Use Cases

  • Citation-aware querying: tracks source URIs, chunk IDs, offsets, and confidence metrics to preserve provenance.
  • Provenance-driven ranking: supports result ranking and filtering with attribution.
  • Use Case: multi-document QA tasks requiring traceable sources across documents.

Quick Start

Outline and implement the planned RAG query patterns with mandatory citation attribution when ready.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: advanced-query
Download link: https://github.com/Agentient/vibekit/archive/main.zip#advanced-query

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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